{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Copyright (c) MONAI Consortium  \n",
    "Licensed under the Apache License, Version 2.0 (the \"License\");  \n",
    "you may not use this file except in compliance with the License.  \n",
    "You may obtain a copy of the License at  \n",
    "&nbsp;&nbsp;&nbsp;&nbsp;http://www.apache.org/licenses/LICENSE-2.0  \n",
    "Unless required by applicable law or agreed to in writing, software  \n",
    "distributed under the License is distributed on an \"AS IS\" BASIS,  \n",
    "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  \n",
    "See the License for the specific language governing permissions and  \n",
    "limitations under the License."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Quick Start With Public Datasets and add new Dataset\n",
    "\n",
    "In this tutorial, we introduce how to quickly set up workflows with MONAI public Datasets and how to add new Dataset.  \n",
    "Currently, MONAI provides `MedNISTDataset` and `DecathlonDataset` to automatically download and extract  \n",
    "the MedNIST and Decathlon datasets, and act as PyTorch datasets to generate training/validation/test data.\n",
    "\n",
    "We'll cover the following topics in this tutorial:\n",
    "* Create training experiment with MedNISTDataset and workflow\n",
    "* Create training experiment with DecathlonDataset and workflow\n",
    "* Share other public data and add Dataset in MONAI\n",
    "\n",
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/modules/public_datasets.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!python -c \"import monai\" || pip install -q \"monai-weekly[ignite]\"\n",
    "!python -c \"import matplotlib\" || pip install -q matplotlib\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MONAI version: 1.1.0+11.g7de6c336.dirty\n",
      "Numpy version: 1.22.2\n",
      "Pytorch version: 1.13.0a0+d0d6b1f\n",
      "MONAI flags: HAS_EXT = False, USE_COMPILED = False, USE_META_DICT = False\n",
      "MONAI rev id: 7de6c33656a99087ca3b89a817b0879cf093febc\n",
      "MONAI __file__: /workspace/Code/MONAI/monai/__init__.py\n",
      "\n",
      "Optional dependencies:\n",
      "Pytorch Ignite version: 0.4.10\n",
      "Nibabel version: 4.0.2\n",
      "scikit-image version: 0.19.3\n",
      "Pillow version: 9.0.1\n",
      "Tensorboard version: 2.11.0\n",
      "gdown version: 4.6.0\n",
      "TorchVision version: 0.14.0a0\n",
      "tqdm version: 4.64.1\n",
      "lmdb version: 1.3.0\n",
      "psutil version: 5.9.2\n",
      "pandas version: 1.4.4\n",
      "einops version: 0.6.0\n",
      "transformers version: 4.21.3\n",
      "mlflow version: 2.0.1\n",
      "pynrrd version: 1.0.0\n",
      "\n",
      "For details about installing the optional dependencies, please visit:\n",
      "    https://docs.monai.io/en/latest/installation.html#installing-the-recommended-dependencies\n",
      "\n"
     ]
    }
   ],
   "source": [
    "from monai.transforms import (\n",
    "    EnsureChannelFirstd,\n",
    "    AsDiscreted,\n",
    "    Compose,\n",
    "    LoadImaged,\n",
    "    Orientationd,\n",
    "    Randomizable,\n",
    "    Resized,\n",
    "    ScaleIntensityd,\n",
    "    Spacingd,\n",
    "    EnsureTyped,\n",
    ")\n",
    "from monai.networks.nets import UNet, DenseNet121\n",
    "from monai.networks.layers import Norm\n",
    "from monai.losses import DiceLoss\n",
    "from monai.inferers import SimpleInferer\n",
    "from monai.handlers import MeanDice, StatsHandler, from_engine\n",
    "from monai.engines import SupervisedTrainer\n",
    "from monai.data import CacheDataset, DataLoader\n",
    "from monai.config import print_config\n",
    "from monai.apps import DecathlonDataset, MedNISTDataset, download_and_extract\n",
    "import torch\n",
    "import matplotlib.pyplot as plt\n",
    "import ignite\n",
    "import tempfile\n",
    "import sys\n",
    "import shutil\n",
    "import os\n",
    "import logging\n",
    "\n",
    "\n",
    "print_config()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup data directory\n",
    "\n",
    "You can specify a directory with the `MONAI_DATA_DIRECTORY` environment variable.  \n",
    "This allows you to save results and reuse downloads.  \n",
    "If not specified a temporary directory will be used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/workspace/Data\n"
     ]
    }
   ],
   "source": [
    "directory = os.environ.get(\"MONAI_DATA_DIRECTORY\")\n",
    "if directory is not None:\n",
    "    os.makedirs(directory, exist_ok=True)\n",
    "root_dir = tempfile.mkdtemp() if directory is None else directory\n",
    "print(root_dir)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup logging"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "logging.basicConfig(stream=sys.stdout, level=logging.INFO)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create training experiment with MedNISTDataset and workflow\n",
    "\n",
    "The MedNIST dataset was gathered from several sets from [TCIA](https://wiki.cancerimagingarchive.net/display/Public/Data+Usage+Policies+and+Restrictions), [the RSNA Bone Age Challenge](http://rsnachallenges.cloudapp.net/competitions/4), and [the NIH Chest X-ray dataset](https://cloud.google.com/healthcare/docs/resources/public-datasets/nih-chest)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Set up pre-processing transforms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "transform = Compose(\n",
    "    [\n",
    "        LoadImaged(keys=\"image\"),\n",
    "        EnsureChannelFirstd(keys=\"image\"),\n",
    "        ScaleIntensityd(keys=\"image\"),\n",
    "        EnsureTyped(keys=\"image\"),\n",
    "    ]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create MedNISTDataset for training\n",
    "`MedNISTDataset` inherits from MONAI `CacheDataset` and provides rich parameters to achieve expected behavior:\n",
    "1. **root_dir**: target directory to download and load MedNIST dataset.\n",
    "1. **section**: expected data section, can be: `training`, `validation` or `test`.\n",
    "1. **transform**: transforms to execute operations on input data. the default transform is composed by `LoadImaged` and `EnsureChannelFirstd`, which can load data into numpy array with [C, H, W] shape.\n",
    "1. **download**: whether to download and extract the MedNIST from resource link, default is False. if expected file already exists, skip downloading even set it to True. user can manually copy `MedNIST.tar.gz` file or `MedNIST` folder to root directory.\n",
    "1. **seed**: random seed to randomly split training, validation and test datasets, default is 0.\n",
    "1. **val_frac**: percentage of of validation fraction in the whole dataset, default is 0.1.\n",
    "1. **test_frac**: percentage of of test fraction in the whole dataset, default is 0.1.\n",
    "1. **cache_num**: number of items to be cached. Default is `sys.maxsize`. will take the minimum of (cache_num, data_length x cache_rate, data_length).\n",
    "1. **cache_rate**: percentage of cached data in total, default is 1.0 (cache all). will take the minimum of (cache_num, data_length x cache_rate, data_length).\n",
    "1. **num_workers**: the number of worker threads to use. If 0 a single thread will be used. Default is 0.\n",
    "\n",
    "Note that the \"tar files\" are cached after a first time downloading. the `self.__getitem__()` API generates 1 `{\"image\": XXX, \"label\": XXX}` dict according to the specified index within the `self.__len__()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-01-12 03:59:59,487 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n",
      "2023-01-12 03:59:59,488 - INFO - File exists: /workspace/Data/MedNIST.tar.gz, skipped downloading.\n",
      "2023-01-12 03:59:59,488 - INFO - Non-empty folder exists in /workspace/Data/MedNIST, skipped extracting.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading dataset: 100%|██████████████████████████████████████████████████████████████████| 47164/47164 [00:24<00:00, 1936.56it/s]\n"
     ]
    }
   ],
   "source": [
    "train_ds = MedNISTDataset(root_dir=root_dir, transform=transform, section=\"training\", download=True)\n",
    "# the dataset can work seamlessly with the pytorch native dataset loader,\n",
    "# but using monai.data.DataLoader has additional benefits of mutli-process\n",
    "# random seeds handling, and the customized collate functions\n",
    "train_loader = DataLoader(train_ds, batch_size=300, shuffle=True, num_workers=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Pick images from MedNISTDataset to visualize and check"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x576 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplots(3, 3, figsize=(8, 8))\n",
    "for i in range(9):\n",
    "    plt.subplot(3, 3, i + 1)\n",
    "    plt.imshow(train_ds[i * 5000][\"image\"][0].detach().cpu(), cmap=\"gray\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create training components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "device = torch.device(\"cuda:0\")\n",
    "net = DenseNet121(spatial_dims=2, in_channels=1, out_channels=6).to(device)\n",
    "loss = torch.nn.CrossEntropyLoss()\n",
    "opt = torch.optim.Adam(net.parameters(), 1e-5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define the easiest training workflow and run\n",
    "\n",
    "Use MONAI SupervisedTrainer handlers to quickly set up a training workflow."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true,
    "tags": [
     "outputPrepend"
    ]
   },
   "outputs": [],
   "source": [
    "trainer = SupervisedTrainer(\n",
    "    device=device,\n",
    "    max_epochs=5,\n",
    "    train_data_loader=train_loader,\n",
    "    network=net,\n",
    "    optimizer=opt,\n",
    "    loss_function=loss,\n",
    "    inferer=SimpleInferer(),\n",
    "    key_train_metric={\"train_acc\": ignite.metrics.Accuracy(output_transform=from_engine([\"pred\", \"label\"]))},\n",
    "    train_handlers=StatsHandler(tag_name=\"train_loss\", output_transform=from_engine([\"loss\"], first=True)),\n",
    ")\n",
    "trainer.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create training experiment with DecathlonDataset and workflow\n",
    "\n",
    "The Decathlon dataset came from [Medical Segmentation Decathlon](http://medicaldecathlon.com/) AI challenge."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Set up pre-processing transforms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "transform = Compose(\n",
    "    [\n",
    "        LoadImaged(keys=[\"image\", \"label\"]),\n",
    "        EnsureChannelFirstd(keys=[\"image\", \"label\"]),\n",
    "        Orientationd(keys=[\"image\", \"label\"], axcodes=\"RAS\"),\n",
    "        Spacingd(keys=[\"image\", \"label\"], pixdim=(1.0, 1.0, 1.0), mode=(\"bilinear\", \"nearest\")),\n",
    "        ScaleIntensityd(keys=\"image\"),\n",
    "        Resized(keys=[\"image\", \"label\"], spatial_size=(32, 64, 32), mode=(\"trilinear\", \"nearest\")),\n",
    "        EnsureTyped(keys=[\"image\", \"label\"]),\n",
    "    ]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create DeccathlonDataset for training\n",
    "\n",
    "`DecathlonDataset` inherits from MONAI `CacheDataset` and provides rich parameters to achieve expected behavior:\n",
    "1. **root_dir**: user's local directory for caching and loading the MSD datasets.\n",
    "1. **task**: which task to download and execute: one of list (\"Task01_BrainTumour\", \"Task02_Heart\", \"Task03_Liver\", \"Task04_Hippocampus\", \"Task05_Prostate\", \"Task06_Lung\", \"Task07_Pancreas\", \"Task08_HepaticVessel\", \"Task09_Spleen\", \"Task10_Colon\").\n",
    "1. **section**: expected data section, can be: `training`, `validation` or `test`.\n",
    "1. **transform**: transforms to execute operations on input data. the default transform is composed by `LoadImaged` and `EnsureChannelFirstd`, which can load data into numpy array with [C, H, W, D] shape.\n",
    "1. **download**: whether to download and extract the Decathlon from resource link, default is False. if expected file already exists, skip downloading even set it to True. user can manually copy tar file or dataset folder to the root directory.\n",
    "1. **seed**: random seed to randomly split `training`, `validation` and `test` datasets, defaut is 0.\n",
    "1. **val_frac**: percentage of of validation fraction from the `training` section, default is 0.2. Decathlon data only contains `training` section with labels and `test` section without labels, so randomly select fraction from the `training` section as the `validation` section.\n",
    "1. **cache_num**: number of items to be cached. Default is `sys.maxsize`. will take the minimum of (cache_num, data_length x cache_rate, data_length).\n",
    "1. **cache_rate**: percentage of cached data in total, default is 1.0 (cache all). will take the minimum of (cache_num, data_length x cache_rate, data_length).\n",
    "1. **num_workers**: the number of worker threads to use. if 0 a single thread will be used. Default is 0.\n",
    "\n",
    "Note that the \"tar files\" are cached after a first time downloading. the `self.__getitem__()` API generates 1 `{\"image\": XXX, \"label\": XXX}` dict according to the specified index within the `self.__len__()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Task04_Hippocampus.tar: 100%|██████████| 27.1M/27.1M [01:15<00:00, 377kB/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Verified 'Task04_Hippocampus.tar.part', md5: 9d24dba78a72977dbd1d2e110310f31b.\n",
      "Verified 'Task04_Hippocampus.tar', md5: 9d24dba78a72977dbd1d2e110310f31b.\n",
      "Verified 'Task04_Hippocampus.tar', md5: 9d24dba78a72977dbd1d2e110310f31b.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/208 [00:00<?, ?it/s]Default upsampling behavior when mode=trilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n",
      "100%|██████████| 208/208 [00:34<00:00,  6.03it/s]\n"
     ]
    }
   ],
   "source": [
    "train_ds = DecathlonDataset(\n",
    "    root_dir=root_dir,\n",
    "    task=\"Task04_Hippocampus\",\n",
    "    transform=transform,\n",
    "    section=\"training\",\n",
    "    download=True,\n",
    ")\n",
    "# the dataset can work seamlessly with the pytorch native dataset loader,\n",
    "# but using monai.data.DataLoader has additional benefits of mutli-process\n",
    "# random seeds handling, and the customized collate functions\n",
    "train_loader = DataLoader(train_ds, batch_size=32, shuffle=True, num_workers=16)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Pick images from DecathlonDataset to visualize and check"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 576x576 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplots(3, 3, figsize=(8, 8))\n",
    "for i in range(9):\n",
    "    plt.subplot(3, 3, i + 1)\n",
    "    plt.imshow(train_ds[i * 20][\"image\"][0, :, :, 10].detach().cpu(), cmap=\"gray\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create training components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "device = torch.device(\"cuda:0\")\n",
    "net = UNet(\n",
    "    spatial_dims=3,\n",
    "    in_channels=1,\n",
    "    out_channels=3,\n",
    "    channels=(16, 32, 64, 128, 256),\n",
    "    strides=(2, 2, 2, 2),\n",
    "    num_res_units=2,\n",
    "    norm=Norm.BATCH,\n",
    ").to(device)\n",
    "loss = DiceLoss(to_onehot_y=True, softmax=True)\n",
    "opt = torch.optim.Adam(net.parameters(), 1e-2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define the easiest training workflow and run\n",
    "Use MONAI SupervisedTrainer handlers to quickly set up a training workflow."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": [
    "trainer = SupervisedTrainer(\n",
    "    device=device,\n",
    "    max_epochs=5,\n",
    "    train_data_loader=train_loader,\n",
    "    network=net,\n",
    "    optimizer=opt,\n",
    "    loss_function=loss,\n",
    "    inferer=SimpleInferer(),\n",
    "    postprocessing=AsDiscreted(\n",
    "        keys=[\"pred\", \"label\"],\n",
    "        argmax=(True, False),\n",
    "        to_onehot=3,\n",
    "    ),\n",
    "    key_train_metric={\"train_meandice\": MeanDice(output_transform=from_engine([\"pred\", \"label\"]))},\n",
    "    train_handlers=StatsHandler(tag_name=\"train_loss\", output_transform=from_engine([\"loss\"], first=True)),\n",
    ")\n",
    "trainer.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Share other public data and add Dataset in MONAI\n",
    "\n",
    "Referring to the `MedNISTDataset` or `DecathlonDataset`, it's easy to create a new Dataset for other public data.  \n",
    "Mainly include below steps:\n",
    "1. Inherit MONAI `CacheDataset` to leverage caching mechanism to accelerate training.\n",
    "1. Make sure the license of dataset allows public access and share.\n",
    "1. Use `monai.apps.download_and_extract` to download and extract data in the Dataset.\n",
    "1. Define the logic to randomly split `training`, `validation` and `test` sections.\n",
    "1. Construct data list with `dict` items:\n",
    "```py\n",
    "[\n",
    "    {'image': image1_path, 'label': label1_path},\n",
    "    {'image': image2_path, 'label': label2_path},\n",
    "    {'image': image3_path, 'label': label3_path},\n",
    "    ... ...\n",
    "]\n",
    "```\n",
    "1. Define dataset specific logic."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define IXIDataset as an example\n",
    "\n",
    "Here we use the [IXI Dataset](https://brain-development.org/ixi-dataset/) as an example to show how to create a new `IXIDataset`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "class IXIDataset(Randomizable, CacheDataset):\n",
    "    resource = \"https://developer.download.nvidia.com/assets/Clara/monai/tutorials/IXI-T1.tar\"\n",
    "    md5 = \"34901a0593b41dd19c1a1f746eac2d58\"\n",
    "\n",
    "    def __init__(\n",
    "        self,\n",
    "        root_dir,\n",
    "        section,\n",
    "        transform,\n",
    "        download=False,\n",
    "        seed=0,\n",
    "        val_frac=0.2,\n",
    "        test_frac=0.2,\n",
    "        cache_num=sys.maxsize,\n",
    "        cache_rate=1.0,\n",
    "        num_workers=0,\n",
    "    ):\n",
    "        if not os.path.isdir(root_dir):\n",
    "            raise ValueError(\"Root directory root_dir must be a directory.\")\n",
    "        self.section = section\n",
    "        self.val_frac = val_frac\n",
    "        self.test_frac = test_frac\n",
    "        self.set_random_state(seed=seed)\n",
    "        dataset_dir = os.path.join(root_dir, \"ixi\")\n",
    "        tarfile_name = f\"{dataset_dir}.tar\"\n",
    "        if download:\n",
    "            download_and_extract(self.resource, tarfile_name, dataset_dir, self.md5)\n",
    "        # as a quick demo, we just use 10 images to show\n",
    "\n",
    "        self.datalist = [\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI314-IOP-0889-T1.nii.gz\"), \"label\": 0},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI249-Guys-1072-T1.nii.gz\"), \"label\": 0},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI609-HH-2600-T1.nii.gz\"), \"label\": 0},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI173-HH-1590-T1.nii.gz\"), \"label\": 1},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI020-Guys-0700-T1.nii.gz\"), \"label\": 0},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI342-Guys-0909-T1.nii.gz\"), \"label\": 0},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI134-Guys-0780-T1.nii.gz\"), \"label\": 0},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI577-HH-2661-T1.nii.gz\"), \"label\": 1},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI066-Guys-0731-T1.nii.gz\"), \"label\": 1},\n",
    "            {\"image\": os.path.join(dataset_dir, \"IXI130-HH-1528-T1.nii.gz\"), \"label\": 0},\n",
    "        ]\n",
    "        data = self._generate_data_list()\n",
    "        super().__init__(\n",
    "            data,\n",
    "            transform,\n",
    "            cache_num=cache_num,\n",
    "            cache_rate=cache_rate,\n",
    "            num_workers=num_workers,\n",
    "        )\n",
    "\n",
    "    def randomize(self, data=None):\n",
    "        self.rann = self.R.random()\n",
    "\n",
    "    def _generate_data_list(self):\n",
    "        data = []\n",
    "        for d in self.datalist:\n",
    "            self.randomize()\n",
    "            if self.section == \"training\":\n",
    "                if self.rann < self.val_frac + self.test_frac:\n",
    "                    continue\n",
    "            elif self.section == \"validation\":\n",
    "                if self.rann >= self.val_frac:\n",
    "                    continue\n",
    "            elif self.section == \"test\":\n",
    "                if self.rann < self.val_frac or self.rann >= self.val_frac + self.test_frac:\n",
    "                    continue\n",
    "            else:\n",
    "                raise ValueError(\n",
    "                    f\"Unsupported section: {self.section}, \" \"available options are ['training', 'validation', 'test'].\"\n",
    "                )\n",
    "            data.append(d)\n",
    "        return data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "lines_to_next_cell": 2
   },
   "source": [
    "### Pick images from IXIDataset to visualize and check"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Verified 'ixi.tar', md5: 34901a0593b41dd19c1a1f746eac2d58.\n",
      "file /workspace/data/medical/ixi.tar exists, skip downloading.\n",
      "Verified 'ixi.tar', md5: 34901a0593b41dd19c1a1f746eac2d58.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 9/9 [00:02<00:00,  3.51it/s]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1296x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "train_ds = IXIDataset(\n",
    "    root_dir=root_dir,\n",
    "    section=\"training\",\n",
    "    transform=Compose([LoadImaged(\"image\"), EnsureTyped(\"image\")]),\n",
    "    download=True,\n",
    ")\n",
    "plt.figure(\"check\", (18, 6))\n",
    "for i in range(3):\n",
    "    plt.subplot(1, 3, i + 1)\n",
    "    plt.imshow(train_ds[i][\"image\"][:, :, 80].detach().cpu(), cmap=\"gray\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cleanup data directory\n",
    "\n",
    "Remove directory if a temporary was used."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "if directory is None:\n",
    "    shutil.rmtree(root_dir)"
   ]
  }
 ],
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